Title :
The relationship between artificial intelligence and data mining: application to future military information systems
Author :
Ceruti, Marion G.
Author_Institution :
Space & Naval Warfare Syst. Center, San Diego, CA, USA
Abstract :
This paper describes the relationship between data mining (DM) and artificial intelligence (AI) and how both can improve future military information systems. As these information systems take advantage of the technology trends, they will derive their upgrades from expert systems, knowledge-bases (KBs), inference engines, robotics, natural language, remote sensing, knowledge discovery (KD), and data mining over networks. This will result in an expansion to all echelons of present capabilities that now are available to warfighters only at the higher echelons. Moreover, it will result in an improved battlefield awareness for all warfighters beyond anything that is implemented today
Keywords :
artificial intelligence; data mining; information systems; knowledge based systems; military computing; remote sensing; artificial intelligence; battlefield awareness; data mining; expert systems; inference engines; knowledge discovery; knowledge-bases; military information systems; natural language; remote sensing; robotics; warfighters; Artificial intelligence; Data mining; Delta modulation; Engines; Expert systems; Information systems; Knowledge based systems; Natural languages; Remote sensing; Robot sensing systems;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.886385